Model 1: OLS, using observations 1950-1957 (T = 8)
Dependent variable: Stock
coefficient std. error t-ratio p-value
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const 225.000 6.21177 36.22 2.95e-08 ***
Time -6.25000 0.976086 -6.403 0.0007 ***
Mean dependent var 190.6250 S.D. dependent var 22.90313
Sum squared resid 468.7500 S.E. of regression 8.838835
R-squared 0.872340 Adjusted R-squared 0.851064
F(1, 6) 41.00000 P-value(F) 0.000684
Log-likelihood -27.63402 Akaike criterion 59.26804
Schwarz criterion 59.42692 Hannan-Quinn 58.19644
rho -0.010000 Durbin-Watson 1.650000
when X is 5 ( value for 1954 ) the estimated value is 193.75. When X is 6 ( value for 1955) the predicted value is 187.5. By OLS this is the answer.